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8 tsworks Jobs

ML Ops Engineer

7-12 years

Bangalore / Bengaluru

ML Ops Engineer

tsworks

posted 1d ago

Job Role Insights

Job Description

SUMMARY About tsworks

tsworks is a leading technology innovator, providing transformative products and services designed for the digital-first world. Our mission is to provide domain expertise, innovative solutions and thought leadership to drive exceptional user and customer experiences. Demonstrating this commitment, we have a proven track record of championing digital transformation for industries such as Banking, Travel and Hospitality, and Retail (including e-commerce and omnichannel), as well as Distribution and Supply Chain, delivering impactful solutions that drive efficiency and growth. We take pride in fostering a workplace where your skills, ideas, and attitude shape meaningful customer engagements

About this Role
We are seeking a dynamic and passionate ML Ops Engineer to join our AI Research and Development team. Our AI Research team focuses on solving unique challenges while pushing the boundaries of AI research and innovation, turning these advancements into real-world impact for our customers.

The ideal candidate will have a strong foundation in machine learning concepts and have experience in creating, validating and deploying models into the cloud for scalable inference. This role demands a deep understanding of ML model creation and deployment workflows, standard algorithms, and cloud technologies.
Requirements Position : ML Ops Engineer Experience : 7+Years
Location: Bengaluru (Hybrid), India. For a strong candidate, remote is an option.
In this role, you will:
  • Conduct Model Development: Develop, optimize, and validate ML models using scikit-learn, TensorFlow, Keras or PyTorch.
  • Perform Validation and fine-tuning: Validate and optimize models to meet necessary accuracy and efficiency requirements.
  • Champion Cloud Deployment: Design and deploy ML solutions on cloud platforms such as AWS, Azure, or GCP, ensuring efficiency and scalability. Experience in using MLFlow/Mosaic, SageMaker, ModelBuilder, ModelRegistry etc. will be crucial.
  • Manage ML Infrastructure: Manage the lifecycle of machine learning models, including training, evaluation, deployment, and monitoring.
  • Lead AutoML: Create/train/evaluate/deploy models using AutoML frameworks
  • Be a DevOps proponent: Set up CI/CD pipelines for ML projects, containerization of inference modules.
  • Build APIs: Develop REST APIs for model deployment using frameworks such as FastAPI, Flask or Django
  • Generate Data Insights: Analyze large-scale data sets to derive actionable insights and guide AI/ML solution design.  
  • Contribute to Product Development: Collaborate with cross-functional teams to design and integrate AI/ML components into innovative products and services.
  • Stay updated with the latest advancements in AI/ML and contribute to the broader research community.
Minimum Qualifications:
  • Bachelor’s degree or equivalent practical experience in Computer Science, Data Science, or a related technical field. Candidates with a Master’s degree or PhD preferred.
  • 7+ Years of Information Technology experience.
  • 3+ years of experience with cloud-based ML infrastructure, including model deployment, evaluation, optimization, deployment, and monitoring.
  • 5+ years of experience in software development, working with data structures and algorithms in one or more programming languages (e.g., Python, Java, R).
What We Offer:
  • The opportunity to work on cutting-edge AI/ML projects that address real-world challenges.
  • A collaborative environment where innovation and leadership are encouraged.
  • Access to industry-leading tools and platforms, enabling you to push the boundaries of AI.
About the Team:
The tsworks AI Research Team focuses on advancing AI technology and applying it across industries. We work on diverse challenges, ranging from information retrieval to AI-driven retail and healthcare solutions, aiming to deliver tangible customer benefits. Join us to be at the forefront of AI innovation, delivering meaningful impact to businesses and society.

Employment Type: Full Time, Permanent

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What people at tsworks are saying

tsworks Benefits

Free Transport
Child care
Gymnasium
Cafeteria
Work From Home
Free Food +6 more
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